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eflowRecursiveGaussLegendreIntegrator< IntegrandType > Class Template Reference

Class to perform a generic recursive Gauss-Legendre Integration, see http://en.wikipedia.org/wiki/Gaussian_quadrature#Gauss.E2.80.93Legendre_quadrature Templated in the type of the integrand. More...

#include <eflowCellIntegrator.h>

Collaboration diagram for eflowRecursiveGaussLegendreIntegrator< IntegrandType >:

Public Member Functions

 eflowRecursiveGaussLegendreIntegrator (IntegrandType *integrand, double error)
 
virtual ~eflowRecursiveGaussLegendreIntegrator ()
 
virtual double integrate (const eflowRange &range)
 
double getError () const
 

Private Member Functions

double DoGaussLegendreIntegration (const eflowRange &range, int nOrder)
 
double RecurseIntegration (const eflowRange &range, int nSubRanges)
 

Private Attributes

IntegrandType * m_integrand
 
double m_error
 
int m_depth
 

Detailed Description

template<class IntegrandType>
class eflowRecursiveGaussLegendreIntegrator< IntegrandType >

Class to perform a generic recursive Gauss-Legendre Integration, see http://en.wikipedia.org/wiki/Gaussian_quadrature#Gauss.E2.80.93Legendre_quadrature Templated in the type of the integrand.

All the integrand class needs to have, is an evaluate() method, that takes a double as a parameter and returns a double. Templates are used instead of polymorphism here due to the better CPU performance.

Definition at line 34 of file eflowCellIntegrator.h.

Constructor & Destructor Documentation

◆ eflowRecursiveGaussLegendreIntegrator()

template<class IntegrandType >
eflowRecursiveGaussLegendreIntegrator< IntegrandType >::eflowRecursiveGaussLegendreIntegrator ( IntegrandType *  integrand,
double  error 
)
inline

Definition at line 36 of file eflowCellIntegrator.h.

36  :
37  m_integrand(integrand), m_error(error), m_depth(1) {
38  assert(m_integrand);
39  }

◆ ~eflowRecursiveGaussLegendreIntegrator()

template<class IntegrandType >
virtual eflowRecursiveGaussLegendreIntegrator< IntegrandType >::~eflowRecursiveGaussLegendreIntegrator ( )
inlinevirtual

Definition at line 40 of file eflowCellIntegrator.h.

40 { }

Member Function Documentation

◆ DoGaussLegendreIntegration()

template<class IntegrandType >
double eflowRecursiveGaussLegendreIntegrator< IntegrandType >::DoGaussLegendreIntegration ( const eflowRange range,
int  nOrder 
)
inlineprivate

Definition at line 61 of file eflowCellIntegrator.h.

61  {
62  /* Perform nth order Gauss-Legendre quadrature, see
63  * http://en.wikipedia.org/wiki/Gaussian_quadrature#Gauss.E2.80.93Legendre_quadrature */
64 
65  /* Array offset for legendre weights/roots */
66  int j = nOrder * (nOrder - 1) / 2;
67  const double* roots = legendreRoots + j;
68  const double* weights = legendreWeights + j;
69 
70  double rangeCenter = range.getCenter();
71  double rangeHalfWidth = range.getWidth()/2;
72 
73  double I = 0.0;
74  double x;
75  if(m_integrand){
76  for (int i = 0; i < nOrder; i++) {
77  x = rangeCenter + roots[i] * rangeHalfWidth;
78  I += weights[i] * m_integrand->evaluate(x);
79  }
80  }
81  else{
82  std::cerr << "eflowCellIntergrator::DoGaussLegendreIntegration ERROR : Invalid pointer to IntegrandType and cannot perform integration" << std::endl;
83  }
84  if (I < 0. || rangeHalfWidth < 0.) std::cerr << "eflowCellIntergrator::DoGaussLegendreIntegration WARNING: I = " << I << "\trange = " << range.print() << std::endl;
85 
86  return I * rangeHalfWidth;
87  }

◆ getError()

template<class IntegrandType >
double eflowRecursiveGaussLegendreIntegrator< IntegrandType >::getError ( ) const
inline

Definition at line 57 of file eflowCellIntegrator.h.

57 {return m_error;}

◆ integrate()

template<class IntegrandType >
virtual double eflowRecursiveGaussLegendreIntegrator< IntegrandType >::integrate ( const eflowRange range)
inlinevirtual

Definition at line 42 of file eflowCellIntegrator.h.

42  {
43  /* Try a 5th and 6th order Gauss-Legendre quadrature */
44  double I5 = DoGaussLegendreIntegration(range, 5);
45  double I6 = DoGaussLegendreIntegration(range, 6);
46 
47  /* If results agree within m_error threshold, return the mean... */
48  double Imean = (I5 + I6) / 2.0;
49  if (fabs(I5 - I6) / Imean <= m_error) {
50  return Imean;
51  } else {
52  /* ...else recursively part up the integration into n subRanges */
53  return RecurseIntegration(range, 2);
54  }
55  }

◆ RecurseIntegration()

template<class IntegrandType >
double eflowRecursiveGaussLegendreIntegrator< IntegrandType >::RecurseIntegration ( const eflowRange range,
int  nSubRanges 
)
inlineprivate

Definition at line 89 of file eflowCellIntegrator.h.

89  {
90  m_depth++;
91  /* Part up integration range in n subRanges */
92  double subRangeWidth = range.getWidth() / nSubRanges;
93  eflowRange subRange(range.getMin(), range.getMin() + subRangeWidth);
94 
95  /* Loop over subranges */
96  double Integral(0.0);
97  for (int i = 0; i < nSubRanges; i++) {
98  Integral += integrate(subRange);
99  subRange.shift(subRangeWidth);
100  }
101  m_depth--;
102 
103  return Integral;
104  }

Member Data Documentation

◆ m_depth

template<class IntegrandType >
int eflowRecursiveGaussLegendreIntegrator< IntegrandType >::m_depth
private

Definition at line 108 of file eflowCellIntegrator.h.

◆ m_error

template<class IntegrandType >
double eflowRecursiveGaussLegendreIntegrator< IntegrandType >::m_error
private

Definition at line 107 of file eflowCellIntegrator.h.

◆ m_integrand

template<class IntegrandType >
IntegrandType* eflowRecursiveGaussLegendreIntegrator< IntegrandType >::m_integrand
private

Definition at line 106 of file eflowCellIntegrator.h.


The documentation for this class was generated from the following file:
legendreRoots
constexpr double legendreRoots[21]
Stores roots of 5th and 6th order Legendre polynomials.
Definition: LegendreWeights.h:30
eflowRecursiveGaussLegendreIntegrator::integrate
virtual double integrate(const eflowRange &range)
Definition: eflowCellIntegrator.h:42
x
#define x
legendreWeights
constexpr double legendreWeights[21]
Stores weights of 5th and 6th order Legendre polynomials.
Definition: LegendreWeights.h:11
eflowRecursiveGaussLegendreIntegrator::m_error
double m_error
Definition: eflowCellIntegrator.h:107
lumiFormat.i
int i
Definition: lumiFormat.py:85
eflowRecursiveGaussLegendreIntegrator::m_depth
int m_depth
Definition: eflowCellIntegrator.h:108
plotBeamSpotVxVal.range
range
Definition: plotBeamSpotVxVal.py:195
eflowRecursiveGaussLegendreIntegrator::m_integrand
IntegrandType * m_integrand
Definition: eflowCellIntegrator.h:106
weights
Definition: herwig7_interface.h:38
eflowRecursiveGaussLegendreIntegrator::RecurseIntegration
double RecurseIntegration(const eflowRange &range, int nSubRanges)
Definition: eflowCellIntegrator.h:89
I
#define I(x, y, z)
Definition: MD5.cxx:116
error
Definition: IImpactPoint3dEstimator.h:70
eflowRangeBase< double >
eflowRecursiveGaussLegendreIntegrator::DoGaussLegendreIntegration
double DoGaussLegendreIntegration(const eflowRange &range, int nOrder)
Definition: eflowCellIntegrator.h:61